Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 166 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 18.3 KiB |
| Average record size in memory | 112.8 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 13 |
nm_pol has a high cardinality: 157 distinct values | High cardinality |
rape is highly overall correlated with assualt murders | High correlation |
robbery is highly overall correlated with theft and 1 other fields | High correlation |
theft is highly overall correlated with robbery and 1 other fields | High correlation |
assualt murders is highly overall correlated with rape | High correlation |
totarea is highly overall correlated with crime/area and 1 other fields | High correlation |
totalcrime is highly overall correlated with robbery and 1 other fields | High correlation |
crime/area is highly overall correlated with totarea and 1 other fields | High correlation |
area is highly overall correlated with totarea and 1 other fields | High correlation |
nm_pol is uniformly distributed | Uniform |
murder has 20 (12.0%) zeros | Zeros |
rape has 2 (1.2%) zeros | Zeros |
gangrape has 80 (48.2%) zeros | Zeros |
sexual harassement has 2 (1.2%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-08 07:21:59.856898 |
|---|---|
| Analysis finished | 2023-04-08 07:22:18.218305 |
| Duration | 18.36 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
nm_pol
Categorical
HIGH CARDINALITY  UNIFORM 
| Distinct | 157 |
|---|---|
| Distinct (%) | 94.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| RAJOURI GARDEN | 2 |
|---|---|
| BAWANA | 2 |
| ANANDVIHAR | 2 |
| KASHMERE GATE | 2 |
| BINDAPUR | 2 |
| Other values (152) |
Length
| Max length | 19 |
|---|---|
| Median length | 15 |
| Mean length | 11.150602 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1851 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 148 ? |
|---|---|
| Unique (%) | 89.2% |
Sample
| 1st row | CHITRANJAN PARK |
|---|---|
| 2nd row | DABRI |
| 3rd row | MALVIYA NAGAR |
| 4th row | CHANDNI MAHAL |
| 5th row | MODEL TOWN |
Common Values
| Value | Count | Frequency (%) |
| RAJOURI GARDEN | 2 | 1.2% |
| BAWANA | 2 | 1.2% |
| ANANDVIHAR | 2 | 1.2% |
| KASHMERE GATE | 2 | 1.2% |
| BINDAPUR | 2 | 1.2% |
| SARITA VIHAR | 2 | 1.2% |
| SAFDARJUNG ENCLAVE | 2 | 1.2% |
| KALKAJI | 2 | 1.2% |
| PRASHANT VIHAR | 2 | 1.2% |
| CHITRANJAN PARK | 1 | 0.6% |
| Other values (147) | 147 |
Length
| Value | Count | Frequency (%) |
| nagar | 27 | 9.3% |
| vihar | 13 | 4.5% |
| puri | 6 | 2.1% |
| colony | 6 | 2.1% |
| pur | 4 | 1.4% |
| bagh | 4 | 1.4% |
| enclave | 4 | 1.4% |
| south | 4 | 1.4% |
| new | 3 | 1.0% |
| gate | 3 | 1.0% |
| Other values (185) | 216 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 365 | |
| R | 183 | 9.9% |
| N | 128 | 6.9% |
| 124 | 6.7% | |
| I | 119 | 6.4% |
| H | 98 | 5.3% |
| U | 70 | 3.8% |
| G | 66 | 3.6% |
| E | 65 | 3.5% |
| L | 64 | 3.5% |
| Other values (20) | 569 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1715 | |
| Space Separator | 124 | 6.7% |
| Other Punctuation | 9 | 0.5% |
| Decimal Number | 2 | 0.1% |
| Dash Punctuation | 1 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 365 | |
| R | 183 | 10.7% |
| N | 128 | 7.5% |
| I | 119 | 6.9% |
| H | 98 | 5.7% |
| U | 70 | 4.1% |
| G | 66 | 3.8% |
| E | 65 | 3.8% |
| L | 64 | 3.7% |
| S | 61 | 3.6% |
| Other values (15) | 496 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 3 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 124 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 9 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1715 | |
| Common | 136 | 7.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 365 | |
| R | 183 | 10.7% |
| N | 128 | 7.5% |
| I | 119 | 6.9% |
| H | 98 | 5.7% |
| U | 70 | 4.1% |
| G | 66 | 3.8% |
| E | 65 | 3.8% |
| L | 64 | 3.7% |
| S | 61 | 3.6% |
| Other values (15) | 496 |
Common
| Value | Count | Frequency (%) |
| 124 | ||
| . | 9 | 6.6% |
| - | 1 | 0.7% |
| 2 | 1 | 0.7% |
| 3 | 1 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1851 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 365 | |
| R | 183 | 9.9% |
| N | 128 | 6.9% |
| 124 | 6.7% | |
| I | 119 | 6.4% |
| H | 98 | 5.3% |
| U | 70 | 3.8% |
| G | 66 | 3.6% |
| E | 65 | 3.5% |
| L | 64 | 3.5% |
| Other values (20) | 569 |
murder
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4819277 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 20 |
| Zeros (%) | 12.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5.75 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 4.75 |
Descriptive statistics
| Standard deviation | 2.8192475 |
|---|---|
| Coefficient of variation (CV) | 0.80968007 |
| Kurtosis | -0.49447128 |
| Mean | 3.4819277 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.71654435 |
| Sum | 578 |
| Variance | 7.9481563 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 30 | |
| 2 | 29 | |
| 0 | 20 | |
| 4 | 20 | |
| 3 | 17 | |
| 6 | 12 | 7.2% |
| 7 | 11 | 6.6% |
| 5 | 8 | 4.8% |
| 8 | 7 | 4.2% |
| 10 | 6 | 3.6% |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 1 | 30 | |
| 2 | 29 | |
| 3 | 17 | |
| 4 | 20 | |
| 5 | 8 | 4.8% |
| 6 | 12 | 7.2% |
| 7 | 11 | 6.6% |
| 8 | 7 | 4.2% |
| 9 | 6 | 3.6% |
| Value | Count | Frequency (%) |
| 10 | 6 | 3.6% |
| 9 | 6 | 3.6% |
| 8 | 7 | 4.2% |
| 7 | 11 | 6.6% |
| 6 | 12 | 7.2% |
| 5 | 8 | 4.8% |
| 4 | 20 | |
| 3 | 17 | |
| 2 | 29 | |
| 1 | 30 |
rape
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 33 |
|---|---|
| Distinct (%) | 19.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.76506 |
| Minimum | 0 |
|---|---|
| Maximum | 43 |
| Zeros | 2 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 10.5 |
| Q3 | 16 |
| 95-th percentile | 26.75 |
| Maximum | 43 |
| Range | 43 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.7365082 |
|---|---|
| Coefficient of variation (CV) | 0.65758339 |
| Kurtosis | 0.84131267 |
| Mean | 11.76506 |
| Median Absolute Deviation (MAD) | 4.5 |
| Skewness | 0.8985198 |
| Sum | 1953 |
| Variance | 59.85356 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 12 | 7.2% |
| 7 | 11 | 6.6% |
| 2 | 10 | 6.0% |
| 8 | 10 | 6.0% |
| 14 | 10 | 6.0% |
| 5 | 10 | 6.0% |
| 15 | 9 | 5.4% |
| 6 | 8 | 4.8% |
| 11 | 8 | 4.8% |
| 4 | 7 | 4.2% |
| Other values (23) | 71 |
| Value | Count | Frequency (%) |
| 0 | 2 | 1.2% |
| 1 | 4 | 2.4% |
| 2 | 10 | |
| 3 | 5 | |
| 4 | 7 | |
| 5 | 10 | |
| 6 | 8 | |
| 7 | 11 | |
| 8 | 10 | |
| 9 | 12 |
| Value | Count | Frequency (%) |
| 43 | 1 | 0.6% |
| 31 | 1 | 0.6% |
| 30 | 1 | 0.6% |
| 29 | 2 | |
| 28 | 2 | |
| 27 | 2 | |
| 26 | 1 | 0.6% |
| 25 | 2 | |
| 24 | 4 | |
| 23 | 4 |
gangrape
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.93373494 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 80 |
| Zeros (%) | 48.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2167296 |
|---|---|
| Coefficient of variation (CV) | 1.3030781 |
| Kurtosis | 2.773624 |
| Mean | 0.93373494 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.6197481 |
| Sum | 155 |
| Variance | 1.4804308 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 80 | |
| 1 | 47 | |
| 2 | 21 | 12.7% |
| 3 | 11 | 6.6% |
| 4 | 3 | 1.8% |
| 5 | 3 | 1.8% |
| 6 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 80 | |
| 1 | 47 | |
| 2 | 21 | 12.7% |
| 3 | 11 | 6.6% |
| 4 | 3 | 1.8% |
| 5 | 3 | 1.8% |
| 6 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 6 | 1 | 0.6% |
| 5 | 3 | 1.8% |
| 4 | 3 | 1.8% |
| 3 | 11 | 6.6% |
| 2 | 21 | 12.7% |
| 1 | 47 | |
| 0 | 80 |
robbery
Real number (ℝ)
| Distinct | 70 |
|---|---|
| Distinct (%) | 42.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.259036 |
| Minimum | 1 |
|---|---|
| Maximum | 126 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5.25 |
| Q1 | 16.25 |
| median | 28 |
| Q3 | 46 |
| 95-th percentile | 83.5 |
| Maximum | 126 |
| Range | 125 |
| Interquartile range (IQR) | 29.75 |
Descriptive statistics
| Standard deviation | 24.730286 |
|---|---|
| Coefficient of variation (CV) | 0.72186169 |
| Kurtosis | 1.5954103 |
| Mean | 34.259036 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 1.2366286 |
| Sum | 5687 |
| Variance | 611.58704 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 12 | 7.2% |
| 28 | 6 | 3.6% |
| 15 | 6 | 3.6% |
| 35 | 5 | 3.0% |
| 31 | 5 | 3.0% |
| 41 | 4 | 2.4% |
| 13 | 4 | 2.4% |
| 25 | 4 | 2.4% |
| 1 | 4 | 2.4% |
| 12 | 4 | 2.4% |
| Other values (60) | 112 |
| Value | Count | Frequency (%) |
| 1 | 4 | |
| 2 | 1 | 0.6% |
| 3 | 1 | 0.6% |
| 5 | 3 | |
| 6 | 1 | 0.6% |
| 8 | 2 | |
| 9 | 4 | |
| 10 | 3 | |
| 11 | 4 | |
| 12 | 4 |
| Value | Count | Frequency (%) |
| 126 | 1 | |
| 125 | 1 | |
| 99 | 2 | |
| 96 | 1 | |
| 93 | 2 | |
| 88 | 1 | |
| 84 | 1 | |
| 82 | 1 | |
| 81 | 1 | |
| 79 | 1 |
theft
Real number (ℝ)
| Distinct | 142 |
|---|---|
| Distinct (%) | 85.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 400.01205 |
| Minimum | 41 |
|---|---|
| Maximum | 1273 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 41 |
|---|---|
| 5-th percentile | 107 |
| Q1 | 244.25 |
| median | 371 |
| Q3 | 505.75 |
| 95-th percentile | 812.5 |
| Maximum | 1273 |
| Range | 1232 |
| Interquartile range (IQR) | 261.5 |
Descriptive statistics
| Standard deviation | 223.5406 |
|---|---|
| Coefficient of variation (CV) | 0.55883467 |
| Kurtosis | 1.8078041 |
| Mean | 400.01205 |
| Median Absolute Deviation (MAD) | 129 |
| Skewness | 1.0702033 |
| Sum | 66402 |
| Variance | 49970.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 457 | 4 | 2.4% |
| 437 | 3 | 1.8% |
| 256 | 2 | 1.2% |
| 180 | 2 | 1.2% |
| 469 | 2 | 1.2% |
| 336 | 2 | 1.2% |
| 425 | 2 | 1.2% |
| 383 | 2 | 1.2% |
| 320 | 2 | 1.2% |
| 466 | 2 | 1.2% |
| Other values (132) | 143 |
| Value | Count | Frequency (%) |
| 41 | 1 | |
| 65 | 1 | |
| 66 | 1 | |
| 74 | 1 | |
| 83 | 2 | |
| 86 | 1 | |
| 104 | 1 | |
| 107 | 2 | |
| 116 | 1 | |
| 120 | 1 |
| Value | Count | Frequency (%) |
| 1273 | 1 | |
| 1251 | 1 | |
| 1042 | 1 | |
| 945 | 1 | |
| 895 | 1 | |
| 838 | 1 | |
| 832 | 1 | |
| 817 | 1 | |
| 814 | 1 | |
| 808 | 1 |
assualt murders
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 29.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.957831 |
| Minimum | 1 |
|---|---|
| Maximum | 68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 9 |
| median | 17 |
| Q3 | 24 |
| 95-th percentile | 46.5 |
| Maximum | 68 |
| Range | 67 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 13.101632 |
|---|---|
| Coefficient of variation (CV) | 0.69109339 |
| Kurtosis | 1.598345 |
| Mean | 18.957831 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.2228709 |
| Sum | 3147 |
| Variance | 171.65276 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 10 | 6.0% |
| 23 | 9 | 5.4% |
| 9 | 8 | 4.8% |
| 19 | 7 | 4.2% |
| 5 | 7 | 4.2% |
| 13 | 7 | 4.2% |
| 14 | 7 | 4.2% |
| 17 | 7 | 4.2% |
| 24 | 6 | 3.6% |
| 16 | 6 | 3.6% |
| Other values (39) | 92 |
| Value | Count | Frequency (%) |
| 1 | 3 | 1.8% |
| 2 | 1 | 0.6% |
| 3 | 4 | 2.4% |
| 4 | 4 | 2.4% |
| 5 | 7 | |
| 6 | 6 | |
| 7 | 4 | 2.4% |
| 8 | 10 | |
| 9 | 8 | |
| 10 | 6 |
| Value | Count | Frequency (%) |
| 68 | 1 | 0.6% |
| 63 | 1 | 0.6% |
| 60 | 1 | 0.6% |
| 54 | 1 | 0.6% |
| 52 | 1 | 0.6% |
| 48 | 1 | 0.6% |
| 47 | 3 | |
| 45 | 1 | 0.6% |
| 42 | 1 | 0.6% |
| 41 | 1 | 0.6% |
sexual harassement
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 18.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.4698795 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 2 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.25 |
| Q1 | 4 |
| median | 8 |
| Q3 | 12.75 |
| 95-th percentile | 23 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 8.75 |
Descriptive statistics
| Standard deviation | 7.2251033 |
|---|---|
| Coefficient of variation (CV) | 0.7629562 |
| Kurtosis | 3.6628481 |
| Mean | 9.4698795 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.6732075 |
| Sum | 1572 |
| Variance | 52.202118 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 17 | 10.2% |
| 5 | 15 | 9.0% |
| 8 | 13 | 7.8% |
| 10 | 12 | 7.2% |
| 7 | 11 | 6.6% |
| 3 | 10 | 6.0% |
| 9 | 8 | 4.8% |
| 2 | 8 | 4.8% |
| 6 | 8 | 4.8% |
| 12 | 8 | 4.8% |
| Other values (21) | 56 |
| Value | Count | Frequency (%) |
| 0 | 2 | 1.2% |
| 1 | 7 | |
| 2 | 8 | |
| 3 | 10 | |
| 4 | 17 | |
| 5 | 15 | |
| 6 | 8 | |
| 7 | 11 | |
| 8 | 13 | |
| 9 | 8 |
| Value | Count | Frequency (%) |
| 40 | 1 | 0.6% |
| 38 | 1 | 0.6% |
| 34 | 1 | 0.6% |
| 33 | 1 | 0.6% |
| 30 | 1 | 0.6% |
| 28 | 1 | 0.6% |
| 26 | 1 | 0.6% |
| 24 | 1 | 0.6% |
| 23 | 2 | |
| 21 | 3 |
totarea
Real number (ℝ)
| Distinct | 134 |
|---|---|
| Distinct (%) | 80.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7453896.6 |
| Minimum | 878452.78 |
|---|---|
| Maximum | 70469487 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 878452.78 |
|---|---|
| 5-th percentile | 1277296.8 |
| Q1 | 1955090.3 |
| median | 2975208.7 |
| Q3 | 6082122.8 |
| 95-th percentile | 35794244 |
| Maximum | 70469487 |
| Range | 69591034 |
| Interquartile range (IQR) | 4127032.5 |
Descriptive statistics
| Standard deviation | 11602075 |
|---|---|
| Coefficient of variation (CV) | 1.5565114 |
| Kurtosis | 8.6317904 |
| Mean | 7453896.6 |
| Median Absolute Deviation (MAD) | 1331566.8 |
| Skewness | 2.8954522 |
| Sum | 1.2373468 × 109 |
| Variance | 1.3460814 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30068547.98 | 3 | 1.8% |
| 6149745.104 | 3 | 1.8% |
| 2975208.719 | 3 | 1.8% |
| 14105371.6 | 3 | 1.8% |
| 2231365.619 | 2 | 1.2% |
| 1576237.38 | 2 | 1.2% |
| 2463668.046 | 2 | 1.2% |
| 3095888.323 | 2 | 1.2% |
| 3748441.999 | 2 | 1.2% |
| 4104570.166 | 2 | 1.2% |
| Other values (124) | 142 |
| Value | Count | Frequency (%) |
| 878452.7789 | 1 | |
| 885072.498 | 1 | |
| 1021961.219 | 2 | |
| 1076492.634 | 1 | |
| 1205110.776 | 1 | |
| 1247661.874 | 1 | |
| 1255396.299 | 1 | |
| 1275858.528 | 1 | |
| 1281611.56 | 1 | |
| 1283551.172 | 1 |
| Value | Count | Frequency (%) |
| 70469487.22 | 1 | 0.6% |
| 51545474.92 | 1 | 0.6% |
| 49822649.53 | 1 | 0.6% |
| 48582358.64 | 1 | 0.6% |
| 42836353.41 | 1 | 0.6% |
| 40327922.92 | 2 | |
| 38911866.78 | 1 | 0.6% |
| 35895594.95 | 1 | 0.6% |
| 35490190.9 | 2 | |
| 30068547.98 | 3 |
totalcrime
Real number (ℝ)
| Distinct | 143 |
|---|---|
| Distinct (%) | 86.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 478.87952 |
| Minimum | 62 |
|---|---|
| Maximum | 1433 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 62 |
|---|---|
| 5-th percentile | 131.75 |
| Q1 | 295.25 |
| median | 461 |
| Q3 | 616 |
| 95-th percentile | 941.25 |
| Maximum | 1433 |
| Range | 1371 |
| Interquartile range (IQR) | 320.75 |
Descriptive statistics
| Standard deviation | 251.00855 |
|---|---|
| Coefficient of variation (CV) | 0.52415805 |
| Kurtosis | 1.6936038 |
| Mean | 478.87952 |
| Median Absolute Deviation (MAD) | 158 |
| Skewness | 0.98322534 |
| Sum | 79494 |
| Variance | 63005.294 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 509 | 3 | 1.8% |
| 245 | 3 | 1.8% |
| 512 | 2 | 1.2% |
| 705 | 2 | 1.2% |
| 303 | 2 | 1.2% |
| 491 | 2 | 1.2% |
| 571 | 2 | 1.2% |
| 496 | 2 | 1.2% |
| 526 | 2 | 1.2% |
| 417 | 2 | 1.2% |
| Other values (133) | 144 |
| Value | Count | Frequency (%) |
| 62 | 1 | |
| 71 | 1 | |
| 79 | 1 | |
| 90 | 1 | |
| 106 | 2 | |
| 112 | 1 | |
| 114 | 1 | |
| 131 | 1 | |
| 134 | 1 | |
| 139 | 1 |
| Value | Count | Frequency (%) |
| 1433 | 1 | |
| 1421 | 1 | |
| 1180 | 1 | |
| 1179 | 1 | |
| 1011 | 1 | |
| 983 | 1 | |
| 973 | 1 | |
| 955 | 1 | |
| 949 | 1 | |
| 918 | 1 |
long
Real number (ℝ)
| Distinct | 165 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.186804 |
| Minimum | 76.91555 |
|---|---|
| Maximum | 77.33267 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 76.91555 |
|---|---|
| 5-th percentile | 77.037627 |
| Q1 | 77.121842 |
| median | 77.20295 |
| Q3 | 77.256358 |
| 95-th percentile | 77.306507 |
| Maximum | 77.33267 |
| Range | 0.41712 |
| Interquartile range (IQR) | 0.134515 |
Descriptive statistics
| Standard deviation | 0.087788084 |
|---|---|
| Coefficient of variation (CV) | 0.0011373458 |
| Kurtosis | -0.21783211 |
| Mean | 77.186804 |
| Median Absolute Deviation (MAD) | 0.0641 |
| Skewness | -0.56025868 |
| Sum | 12813.009 |
| Variance | 0.0077067477 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 77.30612 | 2 | 1.2% |
| 77.2492 | 1 | 0.6% |
| 77.06744 | 1 | 0.6% |
| 77.1196 | 1 | 0.6% |
| 77.24299 | 1 | 0.6% |
| 77.30367 | 1 | 0.6% |
| 77.07894 | 1 | 0.6% |
| 77.26733 | 1 | 0.6% |
| 77.05849 | 1 | 0.6% |
| 77.15868 | 1 | 0.6% |
| Other values (155) | 155 |
| Value | Count | Frequency (%) |
| 76.91555 | 1 | |
| 76.96085 | 1 | |
| 76.96681 | 1 | |
| 76.98269 | 1 | |
| 76.99466 | 1 | |
| 77.00361 | 1 | |
| 77.01564 | 1 | |
| 77.0228 | 1 | |
| 77.03599 | 1 | |
| 77.04254 | 1 |
| Value | Count | Frequency (%) |
| 77.33267 | 1 | |
| 77.31849 | 1 | |
| 77.31708 | 1 | |
| 77.31653 | 1 | |
| 77.316 | 1 | |
| 77.31306 | 1 | |
| 77.31178 | 1 | |
| 77.30817 | 1 | |
| 77.30662 | 1 | |
| 77.30617 | 1 |
lat
Real number (ℝ)
| Distinct | 165 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.641116 |
| Minimum | 28.46549 |
|---|---|
| Maximum | 28.85321 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 28.46549 |
|---|---|
| 5-th percentile | 28.52901 |
| Q1 | 28.598382 |
| median | 28.647675 |
| Q3 | 28.684777 |
| 95-th percentile | 28.733395 |
| Maximum | 28.85321 |
| Range | 0.38772 |
| Interquartile range (IQR) | 0.086395 |
Descriptive statistics
| Standard deviation | 0.066989468 |
|---|---|
| Coefficient of variation (CV) | 0.0023389266 |
| Kurtosis | 0.17305321 |
| Mean | 28.641116 |
| Median Absolute Deviation (MAD) | 0.043755 |
| Skewness | -0.075556197 |
| Sum | 4754.4253 |
| Variance | 0.0044875889 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28.62543 | 2 | 1.2% |
| 28.53632 | 1 | 0.6% |
| 28.62046 | 1 | 0.6% |
| 28.65151 | 1 | 0.6% |
| 28.50957 | 1 | 0.6% |
| 28.60733 | 1 | 0.6% |
| 28.74766 | 1 | 0.6% |
| 28.65955 | 1 | 0.6% |
| 28.56411 | 1 | 0.6% |
| 28.64751 | 1 | 0.6% |
| Other values (155) | 155 |
| Value | Count | Frequency (%) |
| 28.46549 | 1 | |
| 28.49385 | 1 | |
| 28.49893 | 1 | |
| 28.50165 | 1 | |
| 28.50957 | 1 | |
| 28.52149 | 1 | |
| 28.52299 | 1 | |
| 28.52678 | 1 | |
| 28.52882 | 1 | |
| 28.52958 | 1 |
| Value | Count | Frequency (%) |
| 28.85321 | 1 | |
| 28.80659 | 1 | |
| 28.79903 | 1 | |
| 28.79654 | 1 | |
| 28.75841 | 1 | |
| 28.74766 | 1 | |
| 28.74286 | 1 | |
| 28.73664 | 1 | |
| 28.73358 | 1 | |
| 28.73284 | 1 |
crime/area
Real number (ℝ)
| Distinct | 163 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166.5703 |
| Minimum | 4.3954886 |
|---|---|
| Maximum | 792.02551 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 4.3954886 |
|---|---|
| 5-th percentile | 10.399571 |
| Q1 | 54.204542 |
| median | 135.77629 |
| Q3 | 230.13107 |
| 95-th percentile | 412.58989 |
| Maximum | 792.02551 |
| Range | 787.63003 |
| Interquartile range (IQR) | 175.92652 |
Descriptive statistics
| Standard deviation | 143.51411 |
|---|---|
| Coefficient of variation (CV) | 0.86158283 |
| Kurtosis | 3.5036038 |
| Mean | 166.5703 |
| Median Absolute Deviation (MAD) | 85.584345 |
| Skewness | 1.5816031 |
| Sum | 27650.67 |
| Variance | 20596.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 135.776292 | 2 | 1.2% |
| 244.4852641 | 2 | 1.2% |
| 13.04307194 | 2 | 1.2% |
| 192.5297308 | 1 | 0.6% |
| 49.0313434 | 1 | 0.6% |
| 69.22702931 | 1 | 0.6% |
| 116.0225301 | 1 | 0.6% |
| 7.065059834 | 1 | 0.6% |
| 293.7489292 | 1 | 0.6% |
| 15.79723771 | 1 | 0.6% |
| Other values (153) | 153 |
| Value | Count | Frequency (%) |
| 4.395488595 | 1 | |
| 4.722542641 | 1 | |
| 5.033543391 | 1 | |
| 5.557572904 | 1 | |
| 6.839984655 | 1 | |
| 7.065059834 | 1 | |
| 8.419749759 | 1 | |
| 9.116036206 | 1 | |
| 10.17182469 | 1 | |
| 11.08281089 | 1 |
| Value | Count | Frequency (%) |
| 792.0255138 | 1 | |
| 724.0979268 | 1 | |
| 678.4415415 | 1 | |
| 606.5861022 | 1 | |
| 551.349914 | 1 | |
| 494.1975293 | 1 | |
| 429.6329345 | 1 | |
| 429.5008123 | 1 | |
| 423.8300765 | 1 | |
| 378.869332 | 1 |
area
Real number (ℝ)
| Distinct | 134 |
|---|---|
| Distinct (%) | 80.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4538966 |
| Minimum | 0.87845278 |
|---|---|
| Maximum | 70.469487 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.87845278 |
|---|---|
| 5-th percentile | 1.2772968 |
| Q1 | 1.9550903 |
| median | 2.9752087 |
| Q3 | 6.0821228 |
| 95-th percentile | 35.794244 |
| Maximum | 70.469487 |
| Range | 69.591034 |
| Interquartile range (IQR) | 4.1270325 |
Descriptive statistics
| Standard deviation | 11.602075 |
|---|---|
| Coefficient of variation (CV) | 1.5565114 |
| Kurtosis | 8.6317904 |
| Mean | 7.4538966 |
| Median Absolute Deviation (MAD) | 1.3315668 |
| Skewness | 2.8954522 |
| Sum | 1237.3468 |
| Variance | 134.60814 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30.06854798 | 3 | 1.8% |
| 6.149745104 | 3 | 1.8% |
| 2.975208719 | 3 | 1.8% |
| 14.1053716 | 3 | 1.8% |
| 2.231365619 | 2 | 1.2% |
| 1.57623738 | 2 | 1.2% |
| 2.463668046 | 2 | 1.2% |
| 3.095888323 | 2 | 1.2% |
| 3.748441999 | 2 | 1.2% |
| 4.104570166 | 2 | 1.2% |
| Other values (124) | 142 |
| Value | Count | Frequency (%) |
| 0.878452779 | 1 | |
| 0.885072498 | 1 | |
| 1.021961219 | 2 | |
| 1.076492634 | 1 | |
| 1.205110776 | 1 | |
| 1.247661874 | 1 | |
| 1.255396299 | 1 | |
| 1.275858528 | 1 | |
| 1.28161156 | 1 | |
| 1.283551172 | 1 |
| Value | Count | Frequency (%) |
| 70.46948722 | 1 | 0.6% |
| 51.54547492 | 1 | 0.6% |
| 49.82264953 | 1 | 0.6% |
| 48.58235864 | 1 | 0.6% |
| 42.83635341 | 1 | 0.6% |
| 40.32792292 | 2 | |
| 38.91186678 | 1 | 0.6% |
| 35.89559495 | 1 | 0.6% |
| 35.4901909 | 2 | |
| 30.06854798 | 3 |
| murder | rape | gangrape | robbery | theft | assualt murders | sexual harassement | totarea | totalcrime | long | lat | crime/area | area | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| murder | 1.000 | 0.482 | 0.229 | 0.338 | 0.159 | 0.329 | 0.323 | -0.105 | 0.229 | 0.043 | 0.040 | 0.220 | -0.105 |
| rape | 0.482 | 1.000 | 0.329 | 0.296 | 0.293 | 0.651 | 0.363 | -0.082 | 0.366 | -0.013 | 0.163 | 0.286 | -0.082 |
| gangrape | 0.229 | 0.329 | 1.000 | 0.156 | 0.179 | 0.276 | 0.223 | -0.025 | 0.201 | -0.074 | 0.021 | 0.136 | -0.025 |
| robbery | 0.338 | 0.296 | 0.156 | 1.000 | 0.667 | 0.308 | 0.396 | 0.102 | 0.722 | -0.269 | 0.133 | 0.337 | 0.102 |
| theft | 0.159 | 0.293 | 0.179 | 0.667 | 1.000 | 0.416 | 0.310 | 0.108 | 0.990 | -0.146 | 0.087 | 0.467 | 0.108 |
| assualt murders | 0.329 | 0.651 | 0.276 | 0.308 | 0.416 | 1.000 | 0.441 | -0.044 | 0.472 | -0.059 | 0.224 | 0.344 | -0.044 |
| sexual harassement | 0.323 | 0.363 | 0.223 | 0.396 | 0.310 | 0.441 | 1.000 | -0.053 | 0.372 | -0.026 | 0.198 | 0.269 | -0.053 |
| totarea | -0.105 | -0.082 | -0.025 | 0.102 | 0.108 | -0.044 | -0.053 | 1.000 | 0.113 | -0.220 | -0.060 | -0.787 | 1.000 |
| totalcrime | 0.229 | 0.366 | 0.201 | 0.722 | 0.990 | 0.472 | 0.372 | 0.113 | 1.000 | -0.157 | 0.111 | 0.465 | 0.113 |
| long | 0.043 | -0.013 | -0.074 | -0.269 | -0.146 | -0.059 | -0.026 | -0.220 | -0.157 | 1.000 | -0.169 | 0.114 | -0.220 |
| lat | 0.040 | 0.163 | 0.021 | 0.133 | 0.087 | 0.224 | 0.198 | -0.060 | 0.111 | -0.169 | 1.000 | 0.146 | -0.060 |
| crime/area | 0.220 | 0.286 | 0.136 | 0.337 | 0.467 | 0.344 | 0.269 | -0.787 | 0.465 | 0.114 | 0.146 | 1.000 | -0.787 |
| area | -0.105 | -0.082 | -0.025 | 0.102 | 0.108 | -0.044 | -0.053 | 1.000 | 0.113 | -0.220 | -0.060 | -0.787 | 1.000 |
| nm_pol | murder | rape | gangrape | robbery | theft | assualt murders | sexual harassement | totarea | totalcrime | long | lat | crime/area | area | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | CHITRANJAN PARK | 2 | 6 | 1 | 35 | 442 | 19 | 7 | 2659329.537 | 512 | 77.24920 | 28.53632 | 192.529731 | 2.659330 |
| 1 | DABRI | 8 | 28 | 0 | 79 | 240 | 26 | 16 | 3401013.428 | 397 | 77.08600 | 28.61268 | 116.729912 | 3.401013 |
| 2 | MALVIYA NAGAR | 3 | 28 | 1 | 33 | 694 | 63 | 15 | 1379853.572 | 837 | 77.20418 | 28.52989 | 606.586102 | 1.379854 |
| 3 | CHANDNI MAHAL | 1 | 8 | 1 | 23 | 529 | 19 | 7 | 5570696.132 | 588 | 77.23608 | 28.64361 | 105.552338 | 5.570696 |
| 4 | MODEL TOWN | 0 | 4 | 1 | 45 | 393 | 9 | 14 | 2689157.085 | 466 | 77.19369 | 28.70257 | 173.288501 | 2.689157 |
| 5 | ANANDVIHAR | 10 | 14 | 0 | 99 | 457 | 24 | 15 | 4558969.692 | 619 | 77.29373 | 28.65335 | 135.776292 | 4.558970 |
| 6 | KASHMERE GATE | 0 | 9 | 3 | 17 | 340 | 17 | 12 | 1627909.974 | 398 | 77.22618 | 28.66645 | 244.485264 | 1.627910 |
| 7 | GOVIND PURI | 1 | 4 | 3 | 31 | 692 | 5 | 5 | 8992712.060 | 741 | 77.26532 | 28.53067 | 82.400059 | 8.992712 |
| 8 | BINDAPUR | 4 | 4 | 1 | 64 | 417 | 11 | 8 | 2568079.500 | 509 | 77.06618 | 28.60910 | 198.202587 | 2.568080 |
| 9 | NEW FRIENDS COLONY | 6 | 7 | 1 | 47 | 609 | 14 | 10 | 4045386.710 | 694 | 77.26760 | 28.56234 | 171.553438 | 4.045387 |
| nm_pol | murder | rape | gangrape | robbery | theft | assualt murders | sexual harassement | totarea | totalcrime | long | lat | crime/area | area | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 156 | MUNDKA | 1 | 5 | 0 | 11 | 239 | 11 | 3 | 4.858236e+07 | 270 | 76.96085 | 28.67042 | 5.557573 | 48.582359 |
| 157 | BHAJANPURI | 3 | 19 | 4 | 25 | 193 | 19 | 28 | 1.015799e+07 | 291 | 77.26440 | 28.70128 | 28.647395 | 10.157992 |
| 158 | ZAFRABAD | 1 | 2 | 0 | 3 | 66 | 4 | 3 | 1.576237e+06 | 79 | 77.27297 | 28.67909 | 50.119354 | 1.576237 |
| 159 | WELCOME | 0 | 2 | 0 | 15 | 337 | 5 | 5 | 1.805524e+06 | 364 | 77.27479 | 28.67341 | 201.603478 | 1.805524 |
| 160 | NANDNAGARI | 9 | 26 | 2 | 30 | 580 | 34 | 11 | 2.028157e+06 | 692 | 77.30817 | 28.69853 | 341.196471 | 2.028157 |
| 161 | G.T.B. ENCLAVE | 1 | 1 | 0 | 13 | 86 | 6 | 7 | 2.874304e+06 | 114 | 77.31600 | 28.68496 | 39.661770 | 2.874304 |
| 162 | NEW USMANPUR | 0 | 8 | 1 | 10 | 580 | 9 | 5 | 3.093393e+06 | 613 | 77.26207 | 28.67202 | 198.164256 | 3.093393 |
| 163 | SONIA VIHAR | 6 | 25 | 1 | 25 | 300 | 42 | 8 | 4.453887e+06 | 407 | 77.25611 | 28.71128 | 91.380846 | 4.453887 |
| 164 | KARAWAL NAGAR | 7 | 15 | 2 | 26 | 334 | 19 | 7 | 2.937547e+06 | 410 | 77.27450 | 28.73284 | 139.572255 | 2.937547 |
| 165 | GOKULPURI | 2 | 6 | 2 | 22 | 306 | 19 | 8 | 1.566344e+06 | 365 | 77.28085 | 28.70225 | 233.026748 | 1.566344 |